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Proceedings of the AAAI Conference on Artificial Intelligence 2022: all accepted papers

1,619 papers · page 4 of 17 · the most cited first · ← Proceedings of the AAAI Conference on Artificial Intelligence 2022

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  1. Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks ↗Jinyuan Jia, Yupei Liu, Xiaoyu Cao et al.40 citations
  2. Exploring Motion and Appearance Information for Temporal Sentence Grounding ↗Daizong Liu, Xiaoye Qu, Pan Zhou et al.40 citations
  3. QueryProp: Object Query Propagation for High-Performance Video Object Detection ↗Fei He, Naiyu Gao, Jian Jia et al.40 citations
  4. Self-Supervised Category-Level 6D Object Pose Estimation with Deep Implicit Shape Representation ↗Wanli Peng, Jianhang Yan, Hongtao Wen et al.40 citations
  5. Semantic Self-Segmentation for Abstractive Summarization of Long Documents in Low-Resource Regimes ↗Gianluca Moro, Luca Ragazzi40 citations
  6. Sparse Cross-Scale Attention Network for Efficient LiDAR Panoptic Segmentation ↗Shuangjie Xu, Rui Wan, Maosheng Ye et al.40 citations
  7. Channelized Axial Attention – considering Channel Relation within Spatial Attention for Semantic Segmentation ↗Ye Huang, Di Kang, Wenjing Jia et al.39 citations
  8. Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data ↗H. Das, Ryan Tran, Japjot Singh et al.39 citations
  9. Dual Attention Networks for Few-Shot Fine-Grained Recognition ↗Shu-Lin Xu, Faen Zhang, Xiu-Shen Wei et al.39 citations
  10. Graph Transplant: Node Saliency-Guided Graph Mixup with Local Structure Preservation ↗Joonhyung Park, Hajin Shim, Eunho Yang39 citations
  11. Improving Human-Object Interaction Detection via Phrase Learning and Label Composition ↗Zhimin Li, Cheng Zou, Yu Qian Zhao et al.39 citations
  12. Multilingual Code Snippets Training for Program Translation ↗Ming Zhu, Karthik Suresh, Chandan K. A. Reddy39 citations
  13. Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives ↗David T. Hoffmann, Nadine Behrmann, Jüergen Gall et al.39 citations
  14. Robust Depth Completion with Uncertainty-Driven Loss Functions ↗Yufan Zhu, Weisheng Dong, Leida Li et al.39 citations
  15. Stackelberg Actor-Critic: Game-Theoretic Reinforcement Learning Algorithms ↗Liyuan Zheng, Tanner Fiez, Zane Alumbaugh et al.39 citations
  16. Supervising Model Attention with Human Explanations for Robust Natural Language Inference ↗Joe Stacey, Yonatan Belinkov, Marek Rei39 citations
  17. C2L: Causally Contrastive Learning for Robust Text Classification ↗Seungtaek L. Choi, Myeongho Jeong, Hojae Han et al.38 citations
  18. DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural Network ↗Yang Liu, Tu Zheng, Jie Song et al.38 citations
  19. Detecting Human-Object Interactions with Object-Guided Cross-Modal Calibrated Semantics ↗Hangjie Yuan, Mang Wang, Dong Ni et al.38 citations
  20. FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition ↗Chih‐Ting Liu, Chien-Yi Wang, Shao‐Yi Chien et al.38 citations
  21. Playing Lottery Tickets with Vision and Language ↗Zhe Gan, Yen-Chun Chen, Linjie Li et al.38 citations
  22. Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay ↗Kuluhan Binici, Shivam Aggarwal, Nam Trung Pham et al.38 citations
  23. SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning ↗Zhecan Wang, Haoxuan You, Liunian Harold Li et al.38 citations
  24. Scaled ReLU Matters for Training Vision Transformers ↗Pichao Wang, Xue Wang, Hao Luo et al.38 citations
  25. ShuttleNet: Position-Aware Fusion of Rally Progress and Player Styles for Stroke Forecasting in Badminton ↗Wei‐Yao Wang, Hong-Han Shuai, Kai-Shiang Chang et al.38 citations
  26. (2.5+1)D Spatio-Temporal Scene Graphs for Video Question Answering ↗Anoop Cherian, Chiori Hori, Tim K. Marks et al.37 citations
  27. Action-Aware Embedding Enhancement for Image-Text Retrieval ↗Jiangtong Li, Li Niu, Liqing Zhang37 citations
  28. Cross-Task Knowledge Distillation in Multi-Task Recommendation ↗Chenxiao Yang, Junwei Pan, Xiaofeng Gao et al.37 citations
  29. DeepStochLog: Neural Stochastic Logic Programming ↗Thomas Winters, Giuseppe Marra, Robin Manhaeve et al.37 citations
  30. Delving into Sample Loss Curve to Embrace Noisy and Imbalanced Data ↗Shenwang Jiang, Jianan Li, Ying Wang et al.37 citations
  31. Gradient Flow in Sparse Neural Networks and How Lottery Tickets Win ↗Utku Evci, Yani Ioannou, Cem Keskin et al.37 citations
  32. Prior Gradient Mask Guided Pruning-Aware Fine-Tuning ↗Linhang Cai, Zhulin An, Chuanguang Yang et al.37 citations
  33. Selecting Optimal Context Sentences for Event-Event Relation Extraction ↗Hieu Man, Nghia Trung Ngo, Linh Ngo Van et al.37 citations
  34. Siamese Network with Interactive Transformer for Video Object Segmentation ↗Meng Lan, Jing Zhang, Fengxiang He et al.37 citations
  35. Two-Stage Octave Residual Network for End-to-End Image Compression ↗Fangdong Chen, Yumeng Xu, Li Wang37 citations
  36. Anytime Multi-Agent Path Finding via Machine Learning-Guided Large Neighborhood Search ↗Taoan Huang, Jiaoyang Li, Sven Koenig et al.36 citations
  37. Learning Disentangled Attribute Representations for Robust Pedestrian Attribute Recognition ↗Jian Jia, Naiyu Gao, Fei He et al.36 citations
  38. Regularizing Graph Neural Networks via Consistency-Diversity Graph Augmentations ↗Deyu Bo, Binbin Hu, Xiao Wang et al.36 citations
  39. Towards Versatile Pedestrian Detector with Multisensory-Matching and Multispectral Recalling Memory ↗Jung Uk Kim, Sungjune Park, Yong Man Ro36 citations
  40. Unsupervised Domain Adaptive Salient Object Detection through Uncertainty-Aware Pseudo-Label Learning ↗Pengxiang Yan, Ziyi Wu, Mengmeng Liu et al.36 citations
  41. A Search Engine for Discovery of Scientific Challenges and Directions ↗Dan Lahav, Jon Saad-Falcon, Bailey Kuehl et al.35 citations
  42. Attention-Aligned Transformer for Image Captioning ↗Zhengcong Fei35 citations
  43. Debiasing NLU Models via Causal Intervention and Counterfactual Reasoning ↗Bing Tian, Yixin Cao, Yong Zhang et al.35 citations
  44. Efficient Device Scheduling with Multi-Job Federated Learning ↗Chendi Zhou, Ji Liu, Juncheng Jia et al.35 citations
  45. Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier ↗Youngjo Lee, Hongje Seong, Euntai Kim35 citations
  46. LGD: Label-Guided Self-Distillation for Object Detection ↗Peizhen Zhang, Zijian Kang, Tong Yang et al.35 citations
  47. Multi-Type Urban Crime Prediction ↗Xiangyu Zhao, Wenqi Fan, Hui Liu et al.35 citations
  48. OAM: An Option-Action Reinforcement Learning Framework for Universal Multi-Intersection Control ↗Enming Liang, Zicheng Su, Chilin Fang et al.35 citations
  49. Perceptual Quality Assessment of Omnidirectional Images ↗Yuming Fang, Liping Huang, Jiebin Yan et al.35 citations
  50. StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in TextsZhengxiang Shi, Qiang Zhang, Aldo Lipani35 citations · our summary
  51. A Causal Debiasing Framework for Unsupervised Salient Object Detection ↗Xiangru Lin, Ziyi Wu, Guanqi Chen et al.34 citations
  52. Authentic Integration of Ethics and AI through Sociotechnical, Problem-Based Learning ↗Ari Krakowski, Eric Greenwald, Timothy Hurt et al.34 citations
  53. Beyond Shared Subspace: A View-Specific Fusion for Multi-View Multi-Label Learning ↗Gengyu Lyu, Xiang Deng, Yanan Wu et al.34 citations
  54. Can Vision Transformers Learn without Natural Images? ↗Kodai Nakashima, Hirokatsu Kataoka, Asato Matsumoto et al.34 citations
  55. Deep Implicit Statistical Shape Models for 3D Medical Image Delineation ↗Ashwin Raju, Shun Miao, Dakai Jin et al.34 citations
  56. Directed Graph Auto-Encoders ↗Γεώργιος Κόλλιας, Vasileios Kalantzis, Tsuyoshi Idé et al.34 citations
  57. Generative Adaptive Convolutions for Real-World Noisy Image Denoising ↗Ruijun Ma, Shuyi Li, Bob Zhang et al.34 citations
  58. LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification ↗Jiangjie Chen, Qiaoben Bao, Changzhi Sun et al.34 citations
  59. Learning to Solve Travelling Salesman Problem with Hardness-Adaptive Curriculum ↗Zeyang Zhang, Ziwei Zhang, Xin Wang et al.34 citations
  60. Longitudinal Fairness with Censorship ↗Wenbin Zhang, Jeremy C. Weiss34 citations
  61. MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers ↗Elias B. Khalil, Christopher Morris, Andrea Lodi34 citations
  62. PatchUp: A Feature-Space Block-Level Regularization Technique for Convolutional Neural Networks ↗Mojtaba Faramarzi, Mohammad Amini, Akilesh Badrinaaraayanan et al.34 citations
  63. A Self-Supervised Mixed-Curvature Graph Neural Network ↗Li Sun, Zhongbao Zhang, Junda Ye et al.33 citations
  64. A Socially Relevant Focused AI Curriculum Designed for Female High School Students ↗Lauren Alvarez, Isabella Gransbury, Veronica Cateté et al.33 citations
  65. Cross-Modal Federated Human Activity Recognition via Modality-Agnostic and Modality-Specific Representation Learning ↗Xiaoshan Yang, Baochen Xiong, Yi Huang et al.33 citations
  66. Exploring Relational Semantics for Inductive Knowledge Graph Completion ↗Changjian Wang, Xiaofei Zhou, Shirui Pan et al.33 citations
  67. HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting ↗Chenyu Wang, Zongyu Lin, Xiaochen Yang et al.33 citations
  68. Improving Neural Cross-Lingual Abstractive Summarization via Employing Optimal Transport Distance for Knowledge Distillation ↗Thong Thanh Nguyen, Anh Tuan Luu33 citations
  69. Investigations of Performance and Bias in Human-AI Teamwork in Hiring ↗Andi Peng, Besmira Nushi, Emre Kıcıman et al.33 citations
  70. Multi-Sacle Dynamic Coding Improved Spiking Actor Network for Reinforcement Learning ↗Duzhen Zhang, Tielin Zhang, Shuncheng Jia et al.33 citations
  71. MultiplexNet: Towards Fully Satisfied Logical Constraints in Neural Networks ↗Nick Hoernle, Rafael-Michael Karampatsis, Vaishak Belle et al.33 citations
  72. Not All Voxels Are Equal: Semantic Scene Completion from the Point-Voxel Perspective ↗Jiaxiang Tang, Xiaokang Chen, Jingbo Wang et al.33 citations
  73. On the Impact of Spurious Correlation for Out-of-Distribution Detection ↗Yifei Ming, Hang Yin, Yixuan Li33 citations
  74. Online Certification of Preference-Based Fairness for Personalized Recommender Systems ↗Virginie Do, Sam Corbett‐Davies, Jamal Atif C et al.33 citations
  75. Robust Graph-Based Multi-View Clustering ↗Weixuan Liang, Xinwang Liu, Sihang Zhou et al.33 citations
  76. Verification of Neural-Network Control Systems by Integrating Taylor Models and Zonotopes ↗Christian Schilling, Marcelo Forets, Sebastián Guadalupe33 citations
  77. BM-NAS: Bilevel Multimodal Neural Architecture Search ↗Yihang Yin, Siyu Huang, X. D. Zhang32 citations
  78. Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-Based Super-resolution ↗Bin Xia, Yapeng Tian, Yucheng Hang et al.32 citations
  79. DeTarNet: Decoupling Translation and Rotation by Siamese Network for Point Cloud Registration ↗Zhi Chen, Fan Yang, Wenbing Tao32 citations
  80. Deep Unsupervised Hashing with Latent Semantic Components ↗Qinghong Lin, Xiaojun Chen, Qin Zhang et al.32 citations
  81. End-to-End Learning the Partial Permutation Matrix for Robust 3D Point Cloud Registration ↗Zhiyuan Zhang, Jiadai Sun, Yuchao Dai et al.32 citations
  82. Fair and Efficient Allocations of Chores under Bivalued Preferences ↗Jugal Garg, Aniket Murhekar, John Qin32 citations
  83. Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching ↗Xin Liu, Yangqiu Song32 citations
  84. Learning to Solve Routing Problems via Distributionally Robust Optimization ↗Yuan Jiang, Yaoxin Wu, Zhiguang Cao et al.32 citations
  85. MOST-GAN: 3D Morphable StyleGAN for Disentangled Face Image Manipulation ↗Safa C. Medin, Bernhard Egger, Anoop Cherian et al.32 citations
  86. Promoting Single-Modal Optical Flow Network for Diverse Cross-Modal Flow Estimation ↗Shili Zhou, Weimin Tan, Bo Yan32 citations
  87. ReforesTree: A Dataset for Estimating Tropical Forest Carbon Stock with Deep Learning and Aerial Imagery ↗Gyri Reiersen, David Dao, Björn Lütjens et al.32 citations
  88. Unsupervised Adversarially Robust Representation Learning on Graphs ↗Jiarong Xu, Yang Yang, Junru Chen et al.32 citations
  89. Zero-Shot Audio Source Separation through Query-Based Learning from Weakly-Labeled Data ↗Ke Chen, Xingjian Du, Bilei Zhu et al.32 citations
  90. Call for Customized Conversation: Customized Conversation Grounding Persona and Knowledge ↗Yoonna Jang, Jungwoo Lim, Yuna Hur et al.31 citations
  91. Cross-Dataset Collaborative Learning for Semantic Segmentation in Autonomous Driving ↗Li Wang, Dong Li, Han Liu et al.31 citations
  92. DeepAuth: A DNN Authentication Framework by Model-Unique and Fragile Signature Embedding ↗Yingjie Lao, Weijie Zhao, Peng Yang et al.31 citations
  93. DisenCite: Graph-Based Disentangled Representation Learning for Context-Specific Citation Generation ↗Yifan Wang, Yiping Song, Shuai Li et al.31 citations
  94. EditVAE: Unsupervised Parts-Aware Controllable 3D Point Cloud Shape Generation ↗Shidi Li, Miaomiao Liu, Christian Walder31 citations
  95. Frequency-Aware Contrastive Learning for Neural Machine Translation ↗Tong Zhang, Wei Ye, Baosong Yang et al.31 citations
  96. GenCo: Generative Co-training for Generative Adversarial Networks with Limited Data ↗Kaiwen Cui, Jiaxing Huang, Zhipeng Luo et al.31 citations
  97. Is Your Data Relevant?: Dynamic Selection of Relevant Data for Federated Learning ↗Lokesh Nagalapatti, Ruhi Sharma Mittal, Ramasuri Narayanam31 citations
  98. Learning Aligned Cross-Modal Representation for Generalized Zero-Shot Classification ↗Zhiyu Fang, Xiaobin Zhu, Chun Hung Yang et al.31 citations
  99. MTLDesc: Looking Wider to Describe Better ↗Changwei Wang, Rongtao Xu, Yuyang Zhang et al.31 citations
  100. Adaptive Orthogonal Projection for Batch and Online Continual Learning ↗Yiduo Guo, Wenpeng Hu, Dongyan Zhao et al.30 citations

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